Run Grounding DINO locally with OpenEye
Language-guided object detection for identifying objects by description. Powers natural language scene queries. OpenEye, the open-source perception CLI, downloads Grounding DINO, runs it on your CPU or GPU, and returns structured JSON you can pipe into scripts, agents, and robots.
| Task | Object detection |
|---|---|
| CLI id | grounding-dino |
| Creator | IDEA Research |
| Weights | IDEA-Research/grounding-dino-tiny (~341 MB) |
| Hardware | CPU, NVIDIA CUDA |
| Install extra | openeye-sh[grounding] |
1. Install
pipx install "openeye-sh[grounding]"2. Pull Grounding DINO
openeye pull grounding-dino3. Run inference
Output is JSON on stdout, so it composes with jq and any other Unix tool.
openeye run grounding-dino image.jpg --prompt "red cup"4. Serve it as an API
Start a local server with REST and WebSocket endpoints for apps, agents, and live camera streams.
openeye serve grounding-dinoSee the serve reference, REST endpoints, and Python SDK.